1 code implementation • 17 Jul 2023 • Shunyu Yao, Howard Chen, Austin W. Hanjie, Runzhe Yang, Karthik Narasimhan
Text generation under constraints have seen increasing interests in natural language processing, especially with the rapidly improving capabilities of large language models.
1 code implementation • 26 Feb 2022 • Austin W. Hanjie, Ameet Deshpande, Karthik Narasimhan
Prior work along this vein have largely used expensive per-instance annotation or singular class-level descriptions, but per-instance descriptions are hard to scale and single class descriptions may not be rich enough.
1 code implementation • 20 Oct 2021 • Victor Zhong, Austin W. Hanjie, Sida I. Wang, Karthik Narasimhan, Luke Zettlemoyer
We hope SILG enables the community to quickly identify new methodologies for language grounding that generalize to a diverse set of environments and their associated challenges.
1 code implementation • 19 Jan 2021 • Austin W. Hanjie, Victor Zhong, Karthik Narasimhan
We investigate the use of natural language to drive the generalization of control policies and introduce the new multi-task environment Messenger with free-form text manuals describing the environment dynamics.